Triple
T10251433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brownsville–Matamoros metropolitan area |
E240350
|
entity |
| Predicate | hasBorderCrossing |
P4105
|
FINISHED |
| Object |
Brownsville–Matamoros International Bridge
The Brownsville–Matamoros International Bridge is a major roadway and pedestrian bridge spanning the U.S.–Mexico border, connecting Brownsville, Texas, with Matamoros, Tamaulipas, and serving as a key conduit for cross-border travel and trade.
|
E854852
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Brownsville–Matamoros International Bridge | Statement: [Brownsville–Matamoros metropolitan area, hasBorderCrossing, Brownsville–Matamoros International Bridge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brownsville–Matamoros International Bridge Context triple: [Brownsville–Matamoros metropolitan area, hasBorderCrossing, Brownsville–Matamoros International Bridge]
-
A.
Pharr–Reynosa International Bridge
The Pharr–Reynosa International Bridge is a major commercial and passenger border crossing over the Rio Grande that connects Pharr, Texas, in the United States with Reynosa, Tamaulipas, in Mexico.
-
B.
Hidalgo–Reynosa International Bridge
The Hidalgo–Reynosa International Bridge is a major vehicular and pedestrian border crossing over the Rio Grande that connects the city of Hidalgo, Texas, with Reynosa, Tamaulipas, facilitating trade and travel between the United States and Mexico.
-
C.
Ysleta–Zaragoza International Bridge
The Ysleta–Zaragoza International Bridge is a major border crossing over the Rio Grande that connects El Paso, Texas, with Ciudad Juárez, Chihuahua, facilitating significant commercial and passenger traffic between the United States and Mexico.
-
D.
Juárez–Lincoln International Bridge
The Juárez–Lincoln International Bridge is a major vehicular border crossing over the Rio Grande that connects Nuevo Laredo, Mexico, with Laredo, Texas, facilitating significant commercial and passenger traffic between the two countries.
-
E.
Eagle Pass–Piedras Negras International Bridge I
Eagle Pass–Piedras Negras International Bridge I is a vehicular and pedestrian bridge over the Rio Grande that serves as a major international border crossing between Eagle Pass, Texas, and Piedras Negras, Coahuila, Mexico.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Brownsville–Matamoros International Bridge Triple: [Brownsville–Matamoros metropolitan area, hasBorderCrossing, Brownsville–Matamoros International Bridge]
Generated description
The Brownsville–Matamoros International Bridge is a major roadway and pedestrian bridge spanning the U.S.–Mexico border, connecting Brownsville, Texas, with Matamoros, Tamaulipas, and serving as a key conduit for cross-border travel and trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brownsville–Matamoros International Bridge Target entity description: The Brownsville–Matamoros International Bridge is a major roadway and pedestrian bridge spanning the U.S.–Mexico border, connecting Brownsville, Texas, with Matamoros, Tamaulipas, and serving as a key conduit for cross-border travel and trade.
-
A.
Pharr–Reynosa International Bridge
The Pharr–Reynosa International Bridge is a major commercial and passenger border crossing over the Rio Grande that connects Pharr, Texas, in the United States with Reynosa, Tamaulipas, in Mexico.
-
B.
Hidalgo–Reynosa International Bridge
The Hidalgo–Reynosa International Bridge is a major vehicular and pedestrian border crossing over the Rio Grande that connects the city of Hidalgo, Texas, with Reynosa, Tamaulipas, facilitating trade and travel between the United States and Mexico.
-
C.
Ysleta–Zaragoza International Bridge
The Ysleta–Zaragoza International Bridge is a major border crossing over the Rio Grande that connects El Paso, Texas, with Ciudad Juárez, Chihuahua, facilitating significant commercial and passenger traffic between the United States and Mexico.
-
D.
Juárez–Lincoln International Bridge
The Juárez–Lincoln International Bridge is a major vehicular border crossing over the Rio Grande that connects Nuevo Laredo, Mexico, with Laredo, Texas, facilitating significant commercial and passenger traffic between the two countries.
-
E.
Eagle Pass–Piedras Negras International Bridge I
Eagle Pass–Piedras Negras International Bridge I is a vehicular and pedestrian bridge over the Rio Grande that serves as a major international border crossing between Eagle Pass, Texas, and Piedras Negras, Coahuila, Mexico.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d381a7e198819090280d5ab885d59e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d23e39988190b75c6421b85d430d |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71cc82110819095fb77eb964d23bd |
completed | April 9, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69d73180d90481908f1b4768230edd36 |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7326b14988190bff33dc01e690707 |
completed | April 9, 2026, 5 a.m. |
Created at: April 6, 2026, 11:29 a.m.